• DocumentCode
    1767425
  • Title

    A generic approach to implementing finite-set model predictive control with a fixed switching frequency

  • Author

    Tomlinson, M. ; Mouton, T. ; Kennel, Ralph ; Stolze, P.

  • Author_Institution
    Univ. Stellenbosch, Stellenbosch, South Africa
  • fYear
    2014
  • fDate
    1-4 June 2014
  • Firstpage
    330
  • Lastpage
    335
  • Abstract
    This paper presents a generic approach to practically implementing a finite-set model predictive control strategy with a fixed switching frequency for high sampling rates. With conventional FS-MPC methods, the equations for describing the predictions of the controlled variables are derived specifically for each given topology. In this paper, a more generic approach is presented by using established state space control theory to develop a method for modelling and implementing an arbitrary topology. Numerical methods and the use of a symbolic computational toolbox is used for the calculation of off-line prediction equations and using a lookup table to reduce on-line computation time. An implementation scheme for an FPGA is discussed and experimental results are provided to confirm a successful design.
  • Keywords
    computational complexity; field programmable gate arrays; predictive control; state-space methods; symbol manipulation; table lookup; topology; FPGA; FS-MPC methods; finite-set model predictive control; fixed switching frequency; lookup table; off-line prediction equations; on-line computation time reduction; sampling rates; state space control theory; symbolic computational toolbox; topology; Clocks; Equations; Field programmable gate arrays; Mathematical model; Switches; Switching frequency;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Industrial Electronics (ISIE), 2014 IEEE 23rd International Symposium on
  • Conference_Location
    Istanbul
  • Type

    conf

  • DOI
    10.1109/ISIE.2014.6864634
  • Filename
    6864634